Model Based Unemployment Estimates For Small Areas
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Model Based Unemployment Estimates For Small Areas
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Author :
language : en
Publisher:
Release Date : 1985
Model Based Unemployment Estimates For Small Areas written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with categories.
As part of the modelling work on labour market data for small areas, synthetic and component methods have been used to estimate total unemployment for census divisions. This study describes these two model based techniques. The monthly estimates for census divisions were obtained for the period 1981-1983 using these two methods. These series are evaluated by comparing them with the labour force post-stratified three-year average estimates and also with sample dependent three-year average estimates. The results of this evaluation are presented. Finally, the study provides the conclusions of the evaluation study and the plans for further work.
Model Based Small Area Unemployment Rate Estimation For The Canadian Labour Force Survey
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Author : Yong You
language : en
Publisher:
Release Date : 2006
Model Based Small Area Unemployment Rate Estimation For The Canadian Labour Force Survey written by Yong You and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Estimation theory categories.
The Canadian Labour Force Survey (LFS) produces monthly estimates of the unemployment rate at national and provincial levels. The LFS also releases unemployment estimates for sub-provincial areas such as Census Metropolitan Areas (CMAs) and Urban Centers (UCs). However, for some sub-provincial areas, the direct estimates are not reliable since the sample size in some areas is quite small. The small area estimation in LSF concerns estimation of unemployment rates for local sub-provincial areas such as CMA/UCs using small area models. In this paper, we will discuss various models including the Fay-Herriot model and cross-sectional and time series models. In particular, an integrated non-linear mixed effects model will be proposed under the hierarchical Bayes (HB) framework for the LFS unemployment rate estimation. Monthly Employment Insurance (EI) beneficiary data at the CMA/UC level are used as auxiliary covariates in the model. A HB approach with the Gibbs sampling method is used to obtain the estimates of posterior means and posterior variances of the CMA/UC level unemployment rates. The proposed HB model leads to reliable model-based estimates in terms of CV reduction. Model fit analysis and comparison of the model-based estimates with the direct estimates are presented in the paper.
An Introduction To Model Based Survey Sampling With Applications
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Author : Ray L. Chambers
language : en
Publisher: Oxford University Press
Release Date : 2012-01-12
An Introduction To Model Based Survey Sampling With Applications written by Ray L. Chambers and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-12 with Mathematics categories.
This text brings together important ideas on the model-based approach to sample survey, which has been developed over the last twenty years. Suitable for graduate students and professional statisticians, it moves from basic ideas fundamental to sampling to more rigorous mathematical modelling and data analysis and includes exercises and solutions.
Manual For Developing Local Area Unemployment Statistics
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Author : United States. Bureau of Labor Statistics
language : en
Publisher:
Release Date : 1979
Manual For Developing Local Area Unemployment Statistics written by United States. Bureau of Labor Statistics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Cities and towns categories.
Statistics Of Income And Related Administrative Record Research
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Author : American Statistical Association. Meeting
language : en
Publisher:
Release Date : 1984
Statistics Of Income And Related Administrative Record Research written by American Statistical Association. Meeting and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Canada categories.
Statistics Of Income And Related Administrative Record Research
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Author : American Statistical Association. Annual Meeting
language : en
Publisher:
Release Date : 1984
Statistics Of Income And Related Administrative Record Research written by American Statistical Association. Annual Meeting and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Canada categories.
Statistics Of Income And Related Administrative Record Research 1984
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Author : American Statistical Association. Meeting
language : en
Publisher:
Release Date : 1984
Statistics Of Income And Related Administrative Record Research 1984 written by American Statistical Association. Meeting and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Canada categories.
A Course On Small Area Estimation And Mixed Models
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Author : Domingo Morales
language : en
Publisher: Springer Nature
Release Date : 2021-03-12
A Course On Small Area Estimation And Mixed Models written by Domingo Morales and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-12 with Social Science categories.
This advanced textbook explores small area estimation techniques, covers the underlying mathematical and statistical theory and offers hands-on support with their implementation. It presents the theory in a rigorous way and compares and contrasts various statistical methodologies, helping readers understand how to develop new methodologies for small area estimation. It also includes numerous sample applications of small area estimation techniques. The underlying R code is provided in the text and applied to four datasets that mimic data from labor markets and living conditions surveys, where the socioeconomic indicators include the small area estimation of total unemployment, unemployment rates, average annual household incomes and poverty indicators. Given its scope, the book will be useful for master and PhD students, and for official and other applied statisticians.
Introduction To Small Area Estimation Techniques
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Author : Asian Development Bank
language : en
Publisher: Asian Development Bank
Release Date : 2020-05-01
Introduction To Small Area Estimation Techniques written by Asian Development Bank and has been published by Asian Development Bank this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-01 with Business & Economics categories.
This guide to small area estimation aims to help users compile more reliable granular or disaggregated data in cost-effective ways. It explains small area estimation techniques with examples of how the easily accessible R analytical platform can be used to implement them, particularly to estimate indicators on poverty, employment, and health outcomes. The guide is intended for staff of national statistics offices and for other development practitioners. It aims to help them to develop and implement targeted socioeconomic policies to ensure that the vulnerable segments of societies are not left behind, and to monitor progress toward the Sustainable Development Goals.
Employment And Earnings
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Author :
language : en
Publisher:
Release Date : 2006
Employment And Earnings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Hours of labor categories.